Don't see why not, kacey. There are no real restrictions on what you can and cannot do (assuming you aren't violating someone else's copyright). It's all about trying to follow the criteria of the challenge as closely as you can. So, if you can colour your textures to match the palette you've chosen, there's no reason why you can't use them.
Looking forward to seeing what you come up with.